HIPS / pgmultLinks
Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation
☆61Updated 4 years ago
Alternatives and similar repositories for pgmult
Users that are interested in pgmult are comparing it to the libraries listed below
Sorting:
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆83Updated 5 years ago
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆52Updated 7 years ago
- ☆155Updated 6 years ago
- Variational Fourier Features☆85Updated 4 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 6 years ago
- ☆99Updated 7 years ago
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 9 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Updated last year
- Collapsed Variational Bayes☆72Updated 6 years ago
- Scikit-learn compatible estimation of general graphical models☆247Updated 5 months ago
- My PhD Thesis☆22Updated 9 years ago
- Code for density estimation with nonparametric cluster shapes.☆39Updated 9 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆33Updated 9 years ago
- TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network☆183Updated 7 years ago
- Unsupervised learning and generative models in python/pytorch.☆119Updated 3 years ago
- Dirichlet MLE python library☆117Updated 3 months ago
- ☆12Updated 2 years ago
- Library of common tools for machine learning research.☆41Updated 8 years ago
- Implementation of Mapper algorithm for Topological Data Analysis☆45Updated 5 years ago
- Clustering time series using Gaussian processes and Variational Bayes.☆39Updated 5 years ago
- Summaries and minimal implementations of ML / statistics research articles.☆39Updated 4 years ago
- ABCpy package☆116Updated last year
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 8 years ago
- ELFI - Engine for Likelihood-Free Inference☆276Updated 6 months ago
- Collection of jupyter notebooks for demonstrating software.☆169Updated 2 years ago
- Dirichlet process mixture model.☆27Updated 11 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 11 years ago
- Exponential family embeddings (Poisson or Bernoulli) for discrete data☆32Updated 6 years ago
- Bayesian entropy estimation in Python - via the Nemenman-Schafee-Bialek algorithm☆51Updated 4 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago